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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
Pick tools (4 selected)
Chatbots
Research
Coding
Image
Video
Voice
Meetings
Design
Productivity
Audio
Writing
Agents
Dev Platform
Data
Marketing
Education
GitHub Copilot
B
Devin
A
Elicit
S
Galileo AI
B
TaglineMicrosoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Cognition Labs' autonomous coding engineer.AI research assistant for academic literature.Prompt to UI design. Figma-ready outputs.
CategoryCodingAgentsResearchDesign
PricingFree (limited) + $10/mo Pro + $19/mo Business$500/moFree + $12-$42/moFree trial + paid plans
Best forTeams with GitHub already. Devs who don't want to change IDEs.Engineering teams offloading tickets. Ops/platform work.Grad students, researchers, anyone doing literature reviews.Designers brainstorming first drafts.
Strengths
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Prompt-to-UI with real layouts
  • Exports to Figma
  • Faster than hand-designing from scratch
Weaknesses
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Academic-only
  • Can hallucinate citations — verify everything
  • Output needs designer polish
  • Pricing unclear / changes often
Kai's verdictB-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier for academic research. Nothing else comes close for systematic reviews.B-tier. Useful for first drafts. v0 is the better bet for shipping code.
LinkOpen →Open →Open →Open →